#karpathy
12 articles on this topic.
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Context Engineering Is the New Prompt Engineering
Prompt engineering quietly died in 2025. Context engineering replaced it, and it's what separates a generic AI from one that does your work.
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Build Your Own Wikipedia: Karpathy's Wiki LLM Explained
Karpathy's Wiki LLM: explicit local knowledge beats opaque AI memory. Build your own Wikipedia from any webpage or note, in Markdown.
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Karpathy's 'Two Groups' of AI Users — Which One Are You?
Karpathy says a growing gap divides AI users. One group thinks it's a toy, the other feels AI psychosis. What separates them, and how to cross.
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Markdown Wikis Are Replacing RAG: Karpathy Explained
A folder of Markdown beats a vector database for personal knowledge. Why Karpathy's post-RAG pattern works, and how to build one fast.
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Autoresearch: Run 100 AI Experiments While You Sleep
Karpathy's autoresearch runs 100+ ML experiments overnight on one GPU. How it works, what you need, and why a 630-line script matters.
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The Git Commit as Scientific Discovery
In Karpathy's autoresearch, every good experiment is a commit and every failure a reset. How version control became the memory of AI research.
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How to Write a Good program.md for AI Agents
program.md is the file that programs AI agents in Karpathy's autoresearch. How to write one that gets results, with structure and examples.
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Karpathy's Autoresearch and PROGRAM.md Explained
Karpathy's autoresearch lets AI agents run 100+ ML experiments overnight, guided by one Markdown file called program.md. Here's how it works.
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From README.md to PROGRAM.md: Markdown as Code
README.md was for humans, AGENTS.md for coding assistants, PROGRAM.md for autonomous research. How Markdown became a language for AI agents.
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From SETI@home to AgentHub: Distributed AI Research
Karpathy says autoresearch's next step is SETI@home-style collaboration. AgentHub and Hyperspace are already making it real. Here's how.
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Shopify's 19% Gain from the Autoresearch Pattern
Days after Karpathy released autoresearch, Shopify's CEO ran it on their own models and saw a 19% gain. How companies adopt autonomous AI.
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Vibe Coding Is Dead. Welcome to Agentic Engineering.
Karpathy says vibe coding is passe. The new paradigm is agentic engineering: orchestrating AI agents through Markdown instead of writing code.